FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1745894734> ?p ?o ?g. }

• W1745894734 endingPage "21" @default.
• W1745894734 startingPage "1" @default.
• W1745894734 abstract "In this paper, we introduce a Takagi-Sugeno (TS) fuzzy model which is derived from a typical Multi-Layer Perceptron Neural Network (MLP NN). At first, it is shown that the considered MLP NN can be interpreted as a variety of TS fuzzy model. It is discussed that the utilized Membership Function (MF) in such TS fuzzy model, despite its flexible structure, has some major restrictions. After modifying the MF, we introduce a TS fuzzy model whose MFs are tunable near and far from focal points, separately. To identify such TS fuzzy model, an incremental learning algorithm, based on an efficient space partitioning technique, is proposed. Through an illustrative example, the methodology of the learning algorithm is explained. Next, through two case studies: approximation of a nonlinear function for a sun sensor and identification of a pH neutralization process, the superiority of the introduced TS fuzzy model in comparison to some other TS fuzzy models and MLP NN is shown." @default.
• W1745894734 created "2016-06-24" @default.
• W1745894734 creator A5009341931 @default.
• W1745894734 creator A5035497083 @default.
• W1745894734 creator A5066136171 @default.
• W1745894734 creator A5085369035 @default.
• W1745894734 date "2015-04-29" @default.
• W1745894734 modified "2023-09-27" @default.
• W1745894734 title "A TS Fuzzy Model Derived from a Typical Multi-Layer Perceptron" @default.
• W1745894734 cites W1974298683 @default.
• W1745894734 cites W1977184511 @default.
• W1745894734 cites W1988494127 @default.
• W1745894734 cites W1988888562 @default.
• W1745894734 cites W1994378443 @default.
• W1745894734 cites W1999103110 @default.
• W1745894734 cites W1999988847 @default.
• W1745894734 cites W2008507975 @default.
• W1745894734 cites W2010672195 @default.
• W1745894734 cites W2019207321 @default.
• W1745894734 cites W2021347076 @default.
• W1745894734 cites W2037570851 @default.
• W1745894734 cites W2079325629 @default.
• W1745894734 cites W2079751466 @default.
• W1745894734 cites W2086775121 @default.
• W1745894734 cites W2113442785 @default.
• W1745894734 cites W2135562470 @default.
• W1745894734 cites W2136431924 @default.
• W1745894734 cites W2140208274 @default.
• W1745894734 cites W2151029520 @default.
• W1745894734 cites W2155475743 @default.
• W1745894734 cites W2160327601 @default.
• W1745894734 cites W2162635690 @default.
• W1745894734 cites W2163080835 @default.
• W1745894734 cites W2253390589 @default.
• W1745894734 cites W2595142274 @default.
• W1745894734 cites W92346331 @default.
• W1745894734 cites W2015321973 @default.
• W1745894734 doi "https://doi.org/10.22111/ijfs.2015.1979" @default.
• W1745894734 hasPublicationYear "2015" @default.
• W1745894734 type Work @default.
• W1745894734 sameAs 1745894734 @default.
• W1745894734 citedByCount "0" @default.
• W1745894734 crossrefType "journal-article" @default.
• W1745894734 hasAuthorship W1745894734A5009341931 @default.
• W1745894734 hasAuthorship W1745894734A5035497083 @default.
• W1745894734 hasAuthorship W1745894734A5066136171 @default.
• W1745894734 hasAuthorship W1745894734A5085369035 @default.
• W1745894734 hasConcept C11413529 @default.
• W1745894734 hasConcept C121332964 @default.
• W1745894734 hasConcept C127385683 @default.
• W1745894734 hasConcept C148671577 @default.
• W1745894734 hasConcept C154945302 @default.
• W1745894734 hasConcept C158622935 @default.
• W1745894734 hasConcept C170260401 @default.
• W1745894734 hasConcept C179717631 @default.
• W1745894734 hasConcept C1883856 @default.
• W1745894734 hasConcept C195975749 @default.
• W1745894734 hasConcept C29470771 @default.
• W1745894734 hasConcept C33923547 @default.
• W1745894734 hasConcept C41008148 @default.
• W1745894734 hasConcept C42011625 @default.
• W1745894734 hasConcept C50644808 @default.
• W1745894734 hasConcept C58166 @default.
• W1745894734 hasConcept C60908668 @default.
• W1745894734 hasConcept C62520636 @default.
• W1745894734 hasConceptScore W1745894734C11413529 @default.
• W1745894734 hasConceptScore W1745894734C121332964 @default.
• W1745894734 hasConceptScore W1745894734C127385683 @default.
• W1745894734 hasConceptScore W1745894734C148671577 @default.
• W1745894734 hasConceptScore W1745894734C154945302 @default.
• W1745894734 hasConceptScore W1745894734C158622935 @default.
• W1745894734 hasConceptScore W1745894734C170260401 @default.
• W1745894734 hasConceptScore W1745894734C179717631 @default.
• W1745894734 hasConceptScore W1745894734C1883856 @default.
• W1745894734 hasConceptScore W1745894734C195975749 @default.
• W1745894734 hasConceptScore W1745894734C29470771 @default.
• W1745894734 hasConceptScore W1745894734C33923547 @default.
• W1745894734 hasConceptScore W1745894734C41008148 @default.
• W1745894734 hasConceptScore W1745894734C42011625 @default.
• W1745894734 hasConceptScore W1745894734C50644808 @default.
• W1745894734 hasConceptScore W1745894734C58166 @default.
• W1745894734 hasConceptScore W1745894734C60908668 @default.
• W1745894734 hasConceptScore W1745894734C62520636 @default.
• W1745894734 hasIssue "2" @default.
• W1745894734 hasLocation W17458947341 @default.
• W1745894734 hasOpenAccess W1745894734 @default.
• W1745894734 hasPrimaryLocation W17458947341 @default.
• W1745894734 hasRelatedWork W1596068203 @default.
• W1745894734 hasRelatedWork W189560479 @default.
• W1745894734 hasRelatedWork W2001808799 @default.
• W1745894734 hasRelatedWork W2012088013 @default.
• W1745894734 hasRelatedWork W2012836209 @default.
• W1745894734 hasRelatedWork W2070459079 @default.
• W1745894734 hasRelatedWork W2074606392 @default.
• W1745894734 hasRelatedWork W2122592549 @default.
• W1745894734 hasRelatedWork W2137928261 @default.
• W1745894734 hasRelatedWork W2140829623 @default.
• W1745894734 hasRelatedWork W2144632549 @default.

• next